Hongjiao Guan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Nearest Neighbor

Imbalanced Data

Class Imbalance

Top Venues

Eng. Appl. Artif. Intell.

Biomed. Signal Process. Control.

Publications

Chuanhou Sun, Yongshun Gong, Ying Guo, Long Zhao, Hongjiao Guan, Xinwang Liu, Xiangjun Dong
SN-RNSP: Mining self-adaptive nonoverlapping repetitive negative sequential patterns in transaction sequences. Knowl. Based Syst. 287 (2024)
Sibo Wei, Xueping Peng, Hongjiao Guan, Lina Geng, Ping Jian, Hao Wu, Wenpeng Lu
Multi-view Contrastive Learning for Medical Question Summarization. CSCWD (2024)
Zhufeng Shao, Shoujin Wang, Wenpeng Lu, Weiyu Zhang, Hongjiao Guan, Long Zhao
Filter-Enhanced Hypergraph Transformer for Multi-Behavior Sequential Recommendation. ICASSP (2024)
Wenpeng Lu, Guobiao Zhang, Xueping Peng, Hongjiao Guan, Shoujin Wang
Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge. LREC/COLING (2024)
Hongjiao Guan, Long Zhao, Xiangjun Dong, Chuan Chen
Extended natural neighborhood for SMOTE and its variants in imbalanced classification. Eng. Appl. Artif. Intell. 124 (2023)
Xin Zhang, Xueping Peng, Hongjiao Guan, Long Zhao, Xinxiao Qiao, Wenpeng Lu
Fusion of Dynamic Hypergraph and Clinical Event for Sequential Diagnosis Prediction. ICPADS (2023)
Hongjiao Guan, Xiangjun Dong, Chuan Chen, Long Zhao, Xiaoqiang Ren
Dual objective bounded abstaining model to control performance for safety-critical applications. Eng. Appl. Artif. Intell. 126 (2023)
Jiao Liu, Long Zhao, Chengkun Si, Hongjiao Guan, Xiangjun Dong
Improved ReliefF-based feature selection algorithm for cancer histology. Biomed. Signal Process. Control. 85 (2023)
Yongzheng Ma, Zhengkai Sun, Yintong Zhang, Hongjiao Guan, Xinxiao Qiao
Self-Paced Self-Training Based on K-Nearest Neighbors. ICMLCA (2023)
Yangguang Shao, Yingying Sun, Hongjiao Guan
Dual Self-Paced SMOTE for Imbalanced Data. ICPR (2022)
Hongjiao Guan, Bin Ma, Yingtao Zhang, Xianglong Tang
ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data. ACML (2021)
Hongjiao Guan, Yingtao Zhang, Bin Ma, Jian Li, Chunpeng Wang
A Generalized Optimization Embedded Framework of Undersampling Ensembles for Imbalanced Classification. DSAA (2021)
Hongjiao Guan, Yingtao Zhang, Min Xian, Heng-Da Cheng, Xianglong Tang
SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling. Appl. Intell. 51 (3) (2021)
Hongjiao Guan, Yingtao Zhang, Heng-Da Cheng, Xianglong Tang
Bounded-abstaining classification for breast tumors in imbalanced ultrasound images. Int. J. Appl. Math. Comput. Sci. 30 (2) (2020)
Hongjiao Guan, Yingtao Zhang, Heng-Da Cheng, Min Xian, Xianglong Tang
BA2Cs: Bounded abstaining with two constraints of reject rates in binary classification. Neurocomputing 357 (2019)
Hongjiao Guan
MOBA: A multi-objective bounded-abstention model for two-class cost-sensitive problems. CoRR (2019)
Hongjiao Guan, Yingtao Zhang, Heng-Da Cheng, Xianglong Tang
Abstaining Classification When Error Costs are Unequal and Unknown. CoRR (2018)
Hongjiao Guan, Yingtao Zhang, Min Xian, Heng-Da Cheng, Xianglong Tang
WENN for individualized cleaning in imbalanced data. ICPR (2016)